{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1d8a8d83",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "start\tground\tground\tground\tground\tground\tground\tground\tground\tground\tground\tground\t\n",
      "ground\tground\tground\tground\tground\ttrap\tground\tground\tground\tground\tground\tground\t\n",
      "ground\tground\ttrap\tground\ttrap\tground\tground\tground\tground\tground\tground\tground\t\n",
      "ground\tground\tground\tground\tground\tground\tground\ttrap\tground\tground\tground\tground\t\n",
      "ground\tground\tground\ttrap\tground\tground\tground\tground\tground\tground\tground\tground\t\n",
      "ground\ttrap\tground\tground\tground\tground\tground\tground\tground\tground\tground\tground\t\n",
      "ground\tground\tground\tground\tground\tground\tground\tground\tground\tground\tground\tground\t\n",
      "ground\tground\tground\tground\tground\tground\ttrap\tground\tground\tground\tground\tground\t\n",
      "ground\tground\tground\tground\tground\tground\tground\tground\ttrap\tground\tground\tground\t\n",
      "ground\tground\tground\tground\ttrap\tground\tground\tground\tground\tground\tground\tground\t\n",
      "ground\tground\tground\tground\tground\tground\tground\tground\tground\ttrap\tground\tground\t\n",
      "ground\tground\tground\tground\tground\tground\tground\tground\tground\tground\tground\tterminal\t\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "def get_state(row, col):\n",
    "    \"\"\"\n",
    "    初始化环境的状态，输出当且格子的状态\n",
    "    \"\"\"\n",
    "\n",
    "    # 如果要改地图大小，请修改这里\n",
    "    if (row, col) in [(0, 0)]:\n",
    "        return 'start'\n",
    "    if (row, col) in [(11, 11)]:\n",
    "        return 'terminal'\n",
    "    if (row, col) in [(1, 5), (2, 2), (2, 4), (3, 7), (4, 3), (5, 1), (7, 6), (8, 8), (9, 4), (10, 9)]:\n",
    "        return 'trap'\n",
    "    return 'ground'\n",
    "\n",
    "# 环境状态可视化\n",
    "for r in range(12):\n",
    "    for c in range(12):\n",
    "        print(get_state(r, c), end='\\t')\n",
    "    print()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "f3473d13",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(0, 0, -1) (1, 0, -1) (0, 0, -1) (0, 1, -1) (0, 1, -1) (1, 1, -1) (0, 0, -1) (0, 2, -1) (0, 2, -1) (1, 2, -1) (0, 1, -1) (0, 3, -1) (0, 3, -1) (1, 3, -1) (0, 2, -1) (0, 4, -1) (0, 4, -1) (1, 4, -1) (0, 3, -1) (0, 5, -1) (0, 5, -1) (1, 5, -100) (0, 4, -1) (0, 6, -1) (0, 6, -1) (1, 6, -1) (0, 5, -1) (0, 7, -1) (0, 7, -1) (1, 7, -1) (0, 6, -1) (0, 8, -1) (0, 8, -1) (1, 8, -1) (0, 7, -1) (0, 9, -1) (0, 9, -1) (1, 9, -1) (0, 8, -1) (0, 10, -1) (0, 10, -1) (1, 10, -1) (0, 9, -1) (0, 11, -1) (0, 11, -1) (1, 11, -1) (0, 10, -1) (0, 11, -1) \n",
      "(0, 0, -1) (2, 0, -1) (1, 0, -1) (1, 1, -1) (0, 1, -1) (2, 1, -1) (1, 0, -1) (1, 2, -1) (0, 2, -1) (2, 2, -100) (1, 1, -1) (1, 3, -1) (0, 3, -1) (2, 3, -1) (1, 2, -1) (1, 4, -1) (0, 4, -1) (2, 4, -100) (1, 3, -1) (1, 5, -100) (1, 5, 0) (1, 5, 0) (1, 5, 0) (1, 5, 0) (0, 6, -1) (2, 6, -1) (1, 5, -100) (1, 7, -1) (0, 7, -1) (2, 7, -1) (1, 6, -1) (1, 8, -1) (0, 8, -1) (2, 8, -1) (1, 7, -1) (1, 9, -1) (0, 9, -1) (2, 9, -1) (1, 8, -1) (1, 10, -1) (0, 10, -1) (2, 10, -1) (1, 9, -1) (1, 11, -1) (0, 11, -1) (2, 11, -1) (1, 10, -1) (1, 11, -1) \n",
      "(1, 0, -1) (3, 0, -1) (2, 0, -1) (2, 1, -1) (1, 1, -1) (3, 1, -1) (2, 0, -1) (2, 2, -100) (2, 2, 0) (2, 2, 0) (2, 2, 0) (2, 2, 0) (1, 3, -1) (3, 3, -1) (2, 2, -100) (2, 4, -100) (2, 4, 0) (2, 4, 0) (2, 4, 0) (2, 4, 0) (1, 5, -100) (3, 5, -1) (2, 4, -100) (2, 6, -1) (1, 6, -1) (3, 6, -1) (2, 5, -1) (2, 7, -1) (1, 7, -1) (3, 7, -100) (2, 6, -1) (2, 8, -1) (1, 8, -1) (3, 8, -1) (2, 7, -1) (2, 9, -1) (1, 9, -1) (3, 9, -1) (2, 8, -1) (2, 10, -1) (1, 10, -1) (3, 10, -1) (2, 9, -1) (2, 11, -1) (1, 11, -1) (3, 11, -1) (2, 10, -1) (2, 11, -1) \n",
      "(2, 0, -1) (4, 0, -1) (3, 0, -1) (3, 1, -1) (2, 1, -1) (4, 1, -1) (3, 0, -1) (3, 2, -1) (2, 2, -100) (4, 2, -1) (3, 1, -1) (3, 3, -1) (2, 3, -1) (4, 3, -100) (3, 2, -1) (3, 4, -1) (2, 4, -100) (4, 4, -1) (3, 3, -1) (3, 5, -1) (2, 5, -1) (4, 5, -1) (3, 4, -1) (3, 6, -1) (2, 6, -1) (4, 6, -1) (3, 5, -1) (3, 7, -100) (3, 7, 0) (3, 7, 0) (3, 7, 0) (3, 7, 0) (2, 8, -1) (4, 8, -1) (3, 7, -100) (3, 9, -1) (2, 9, -1) (4, 9, -1) (3, 8, -1) (3, 10, -1) (2, 10, -1) (4, 10, -1) (3, 9, -1) (3, 11, -1) (2, 11, -1) (4, 11, -1) (3, 10, -1) (3, 11, -1) \n",
      "(3, 0, -1) (5, 0, -1) (4, 0, -1) (4, 1, -1) (3, 1, -1) (5, 1, -100) (4, 0, -1) (4, 2, -1) (3, 2, -1) (5, 2, -1) (4, 1, -1) (4, 3, -100) (4, 3, 0) (4, 3, 0) (4, 3, 0) (4, 3, 0) (3, 4, -1) (5, 4, -1) (4, 3, -100) (4, 5, -1) (3, 5, -1) (5, 5, -1) (4, 4, -1) (4, 6, -1) (3, 6, -1) (5, 6, -1) (4, 5, -1) (4, 7, -1) (3, 7, -100) (5, 7, -1) (4, 6, -1) (4, 8, -1) (3, 8, -1) (5, 8, -1) (4, 7, -1) (4, 9, -1) (3, 9, -1) (5, 9, -1) (4, 8, -1) (4, 10, -1) (3, 10, -1) (5, 10, -1) (4, 9, -1) (4, 11, -1) (3, 11, -1) (5, 11, -1) (4, 10, -1) (4, 11, -1) \n",
      "(4, 0, -1) (6, 0, -1) (5, 0, -1) (5, 1, -100) (5, 1, 0) (5, 1, 0) (5, 1, 0) (5, 1, 0) (4, 2, -1) (6, 2, -1) (5, 1, -100) (5, 3, -1) (4, 3, -100) (6, 3, -1) (5, 2, -1) (5, 4, -1) (4, 4, -1) (6, 4, -1) (5, 3, -1) (5, 5, -1) (4, 5, -1) (6, 5, -1) (5, 4, -1) (5, 6, -1) (4, 6, -1) (6, 6, -1) (5, 5, -1) (5, 7, -1) (4, 7, -1) (6, 7, -1) (5, 6, -1) (5, 8, -1) (4, 8, -1) (6, 8, -1) (5, 7, -1) (5, 9, -1) (4, 9, -1) (6, 9, -1) (5, 8, -1) (5, 10, -1) (4, 10, -1) (6, 10, -1) (5, 9, -1) (5, 11, -1) (4, 11, -1) (6, 11, -1) (5, 10, -1) (5, 11, -1) \n",
      "(5, 0, -1) (7, 0, -1) (6, 0, -1) (6, 1, -1) (5, 1, -100) (7, 1, -1) (6, 0, -1) (6, 2, -1) (5, 2, -1) (7, 2, -1) (6, 1, -1) (6, 3, -1) (5, 3, -1) (7, 3, -1) (6, 2, -1) (6, 4, -1) (5, 4, -1) (7, 4, -1) (6, 3, -1) (6, 5, -1) (5, 5, -1) (7, 5, -1) (6, 4, -1) (6, 6, -1) (5, 6, -1) (7, 6, -100) (6, 5, -1) (6, 7, -1) (5, 7, -1) (7, 7, -1) (6, 6, -1) (6, 8, -1) (5, 8, -1) (7, 8, -1) (6, 7, -1) (6, 9, -1) (5, 9, -1) (7, 9, -1) (6, 8, -1) (6, 10, -1) (5, 10, -1) (7, 10, -1) (6, 9, -1) (6, 11, -1) (5, 11, -1) (7, 11, -1) (6, 10, -1) (6, 11, -1) \n",
      "(6, 0, -1) (8, 0, -1) (7, 0, -1) (7, 1, -1) (6, 1, -1) (8, 1, -1) (7, 0, -1) (7, 2, -1) (6, 2, -1) (8, 2, -1) (7, 1, -1) (7, 3, -1) (6, 3, -1) (8, 3, -1) (7, 2, -1) (7, 4, -1) (6, 4, -1) (8, 4, -1) (7, 3, -1) (7, 5, -1) (6, 5, -1) (8, 5, -1) (7, 4, -1) (7, 6, -100) (7, 6, 0) (7, 6, 0) (7, 6, 0) (7, 6, 0) (6, 7, -1) (8, 7, -1) (7, 6, -100) (7, 8, -1) (6, 8, -1) (8, 8, -100) (7, 7, -1) (7, 9, -1) (6, 9, -1) (8, 9, -1) (7, 8, -1) (7, 10, -1) (6, 10, -1) (8, 10, -1) (7, 9, -1) (7, 11, -1) (6, 11, -1) (8, 11, -1) (7, 10, -1) (7, 11, -1) \n",
      "(7, 0, -1) (9, 0, -1) (8, 0, -1) (8, 1, -1) (7, 1, -1) (9, 1, -1) (8, 0, -1) (8, 2, -1) (7, 2, -1) (9, 2, -1) (8, 1, -1) (8, 3, -1) (7, 3, -1) (9, 3, -1) (8, 2, -1) (8, 4, -1) (7, 4, -1) (9, 4, -100) (8, 3, -1) (8, 5, -1) (7, 5, -1) (9, 5, -1) (8, 4, -1) (8, 6, -1) (7, 6, -100) (9, 6, -1) (8, 5, -1) (8, 7, -1) (7, 7, -1) (9, 7, -1) (8, 6, -1) (8, 8, -100) (8, 8, 0) (8, 8, 0) (8, 8, 0) (8, 8, 0) (7, 9, -1) (9, 9, -1) (8, 8, -100) (8, 10, -1) (7, 10, -1) (9, 10, -1) (8, 9, -1) (8, 11, -1) (7, 11, -1) (9, 11, -1) (8, 10, -1) (8, 11, -1) \n",
      "(8, 0, -1) (10, 0, -1) (9, 0, -1) (9, 1, -1) (8, 1, -1) (10, 1, -1) (9, 0, -1) (9, 2, -1) (8, 2, -1) (10, 2, -1) (9, 1, -1) (9, 3, -1) (8, 3, -1) (10, 3, -1) (9, 2, -1) (9, 4, -100) (9, 4, 0) (9, 4, 0) (9, 4, 0) (9, 4, 0) (8, 5, -1) (10, 5, -1) (9, 4, -100) (9, 6, -1) (8, 6, -1) (10, 6, -1) (9, 5, -1) (9, 7, -1) (8, 7, -1) (10, 7, -1) (9, 6, -1) (9, 8, -1) (8, 8, -100) (10, 8, -1) (9, 7, -1) (9, 9, -1) (8, 9, -1) (10, 9, -100) (9, 8, -1) (9, 10, -1) (8, 10, -1) (10, 10, -1) (9, 9, -1) (9, 11, -1) (8, 11, -1) (10, 11, -1) (9, 10, -1) (9, 11, -1) \n",
      "(9, 0, -1) (11, 0, -1) (10, 0, -1) (10, 1, -1) (9, 1, -1) (11, 1, -1) (10, 0, -1) (10, 2, -1) (9, 2, -1) (11, 2, -1) (10, 1, -1) (10, 3, -1) (9, 3, -1) (11, 3, -1) (10, 2, -1) (10, 4, -1) (9, 4, -100) (11, 4, -1) (10, 3, -1) (10, 5, -1) (9, 5, -1) (11, 5, -1) (10, 4, -1) (10, 6, -1) (9, 6, -1) (11, 6, -1) (10, 5, -1) (10, 7, -1) (9, 7, -1) (11, 7, -1) (10, 6, -1) (10, 8, -1) (9, 8, -1) (11, 8, -1) (10, 7, -1) (10, 9, -100) (10, 9, 0) (10, 9, 0) (10, 9, 0) (10, 9, 0) (9, 10, -1) (11, 10, -1) (10, 9, -100) (10, 11, -1) (9, 11, -1) (11, 11, 100) (10, 10, -1) (10, 11, -1) \n",
      "(10, 0, -1) (11, 0, -1) (11, 0, -1) (11, 1, -1) (10, 1, -1) (11, 1, -1) (11, 0, -1) (11, 2, -1) (10, 2, -1) (11, 2, -1) (11, 1, -1) (11, 3, -1) (10, 3, -1) (11, 3, -1) (11, 2, -1) (11, 4, -1) (10, 4, -1) (11, 4, -1) (11, 3, -1) (11, 5, -1) (10, 5, -1) (11, 5, -1) (11, 4, -1) (11, 6, -1) (10, 6, -1) (11, 6, -1) (11, 5, -1) (11, 7, -1) (10, 7, -1) (11, 7, -1) (11, 6, -1) (11, 8, -1) (10, 8, -1) (11, 8, -1) (11, 7, -1) (11, 9, -1) (10, 9, -100) (11, 9, -1) (11, 8, -1) (11, 10, -1) (10, 10, -1) (11, 10, -1) (11, 9, -1) (11, 11, 100) (11, 11, 0) (11, 11, 0) (11, 11, 0) (11, 11, 0) \n"
     ]
    }
   ],
   "source": [
    "def move(row, col, action):\n",
    "    \"\"\"\n",
    "    移动智能体，根据当前位置和动作，返回新的位置和奖励\n",
    "\n",
    "    状态 & 策略 初始化\n",
    "    \"\"\"\n",
    "    # 结束状态\n",
    "    if get_state(row, col) in ['trap', 'terminal']:\n",
    "        return row, col, 0\n",
    "    \n",
    "    # 移动实现\n",
    "    if action == 'up': row -= 1\n",
    "    elif action == 'down': row += 1\n",
    "    elif action == 'left': col -= 1\n",
    "    elif action == 'right': col += 1\n",
    "\n",
    "    # 边界限制\n",
    "    row = min(max(row, 0), 11)\n",
    "    col = min(max(col, 0), 11)\n",
    "\n",
    "    # 默认奖励为-1，促使智能体尽快到达终点\n",
    "    reward = -1\n",
    "\n",
    "     # 事件处理\n",
    "    state = get_state(row, col)\n",
    "    if state == 'trap': reward = -100\n",
    "    elif state == 'terminal': reward = 100\n",
    "\n",
    "    return row, col, reward\n",
    "\n",
    "ROWS, COLS, ACTIONS = 12, 12, {0:'up', 1:'down', 2:'left', 3:'right'}\n",
    "NUM_ACTIONS = len(ACTIONS)\n",
    "GAMMA = 0.9 # 折扣因子\n",
    "\n",
    "epoch = 100\n",
    "# 价值函数初始化\n",
    "values = np.zeros((ROWS, COLS))\n",
    "policy = np.zeros((ROWS, COLS), dtype=int)  # 初始化策略为随机策略\n",
    "\n",
    "# 测试\n",
    "for r in range(ROWS):\n",
    "    for c in range(COLS):\n",
    "        for a in range(NUM_ACTIONS):\n",
    "            print(move(r, c, ACTIONS[a]), end=' ')\n",
    "    print()\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e88b2909",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n",
      "[79.10000000000001, 89.0, 79.10000000000001, 100.0]\n",
      "[[  2.0360888    3.373432     4.85936889   6.51040988   8.34489987\n",
      "   10.38322208  12.64802453  15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841]\n",
      " [  3.373432     4.85936889   6.51040988   8.34489987   6.51040988\n",
      "    0.          15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379]\n",
      " [  4.85936889   6.51040988   0.          10.38322208   0.\n",
      "   15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379  37.3513931 ]\n",
      " [  6.51040988   8.34489987  10.38322208  12.64802453  15.1644717\n",
      "   17.96052411  21.06724901   0.          28.35462841  32.61625379\n",
      "   37.3513931   42.612659  ]\n",
      " [  8.34489987  10.38322208  12.64802453   0.          17.96052411\n",
      "   21.06724901  24.51916557  28.35462841  32.61625379  37.3513931\n",
      "   42.612659    48.45851   ]\n",
      " [ 10.38322208   0.          15.1644717   17.96052411  21.06724901\n",
      "   24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539    ]\n",
      " [ 12.64802453  15.1644717   17.96052411  21.06724901  24.51916557\n",
      "   28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171     ]\n",
      " [ 15.1644717   17.96052411  21.06724901  24.51916557  28.35462841\n",
      "   32.61625379   0.          42.612659    48.45851     54.9539\n",
      "   62.171       70.19      ]\n",
      " [ 17.96052411  21.06724901  24.51916557  28.35462841  32.61625379\n",
      "   37.3513931   42.612659    48.45851      0.          62.171\n",
      "   70.19        79.1       ]\n",
      " [ 21.06724901  24.51916557  28.35462841  32.61625379   0.\n",
      "   42.612659    48.45851     54.9539      62.171       70.19\n",
      "   79.1         89.        ]\n",
      " [ 24.51916557  28.35462841  32.61625379  37.3513931   42.612659\n",
      "   48.45851     54.9539      62.171       70.19         0.\n",
      "   89.         100.        ]\n",
      " [ 28.35462841  32.61625379  37.3513931   42.612659    48.45851\n",
      "   54.9539      62.171       70.19        79.1         89.\n",
      "  100.           0.        ]]\n"
     ]
    }
   ],
   "source": [
    "# 策略迭送\n",
    "for _ in range(epoch):\n",
    "    \"\"\"\n",
    "    根据奖励判断当前的位置状态，根据周围四个格子的状态选择最佳动作，并更新价值函数和策略\n",
    "\n",
    "    说明\n",
    "    环境会逐级递减，因为策略函数的原因，在之后的训练当中，价值越高的格子，越会被优先选择，所以价值函数会越来越高\n",
    "    同时智能体也能够获取到周围格子的状态价值，因此高价值的格子，被智能体所选择概率会更高，奖励会逐渐累加\n",
    "    \"\"\"\n",
    "    new_values = np.copy(values)\n",
    "    # 遍历所有格子\n",
    "    for r in range(ROWS):\n",
    "        for c in range(COLS):\n",
    "            if get_state(r, c) in ['trap', 'terminal']: # 跳过障碍物和终点\n",
    "                continue\n",
    "            q_values = [] # 初始化动作价值列表\n",
    "            for a in range(NUM_ACTIONS): # 遍历所有动作\n",
    "                nr, nc, reward = move(r, c, ACTIONS[a])\n",
    "                v = 0 if get_state(nr, nc) in ['trap', 'terminal'] else values[nr, nc] # 获取下一个状态价值 // 如果下一个状态是障碍物或者终点，则价值为0，否则输出当前该点的价值\n",
    "                q_values.append(reward + GAMMA * v) # 计算动作价值 // 奖励加上折扣因子乘以下一个状态价值\n",
    "            new_values[r, c] = max(q_values) # 更新价值函数 // 获取最大动作价值\n",
    "            policy[r, c] = np.argmax(q_values) # 更新策略 // 获取最大动作索引\n",
    "        values = new_values # 更新价值函数\n",
    "\n",
    "    print(q_values)\n",
    "    print(values)\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "10f61e06",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " S ↓ ↓ ↓ → → ↓ ↓ ↓ ↓ ↓ ↓ \n",
      " ↓ ↓ → ↓ ↑ C ↓ ↓ ↓ ↓ ↓ ↓ \n",
      " ↓ ↓ C ↓ C ↓ ↓ → ↓ ↓ ↓ ↓ \n",
      " ↓ ↓ ↓ → ↓ ↓ ↓ C ↓ ↓ ↓ ↓ \n",
      " ↓ → ↓ C ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓ \n",
      " ↓ C ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓ \n",
      " ↓ ↓ ↓ ↓ ↓ ↓ → ↓ ↓ ↓ ↓ ↓ \n",
      " ↓ ↓ ↓ ↓ ↓ ↓ C ↓ → ↓ ↓ ↓ \n",
      " ↓ ↓ ↓ ↓ → ↓ ↓ ↓ C ↓ ↓ ↓ \n",
      " ↓ ↓ ↓ ↓ C ↓ ↓ ↓ ↓ → ↓ ↓ \n",
      " ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓ C ↓ ↓ \n",
      " → → → → → → → → → → → G \n"
     ]
    }
   ],
   "source": [
    "def show_policy(policy):\n",
    "    \"\"\"\n",
    "    可视化策略\n",
    "    \"\"\"\n",
    "    symbols = ['↑','↓','←','→']\n",
    "\n",
    "    for r in range(ROWS):\n",
    "        line = ' '\n",
    "        for c in range(COLS):\n",
    "            s = get_state(r, c)\n",
    "            if s == 'terminal': line += 'G '\n",
    "            elif s == 'trap': line += 'C '\n",
    "            elif (r,c) == (0,0): line += 'S '\n",
    "            else: line += symbols[policy[r,c]] + ' '\n",
    "        print(line)\n",
    "\n",
    "show_policy(policy)"
   ]
  }
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